Colorectal Neoplasms
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Meta-analysis Publication
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KRAS
|
915
|
50
|
BRAF
|
583
|
21
|
PIK3CA
|
234
|
11
|
EGFR
|
229
|
15
|
MLH1
|
225
|
9
|
TP53
|
221
|
17
|
MTHFR
|
194
|
27
|
MSH2
|
174
|
3
|
NRAS
|
173
|
4
|
APC
|
120
|
4
|
MSH6
|
116
|
2
|
GSTM1
|
109
|
17
|
UGT1A1
|
109
|
4
|
TYMS
|
96
|
6
|
MUTYH
|
94
|
5
|
GSTP1
|
94
|
8
|
XRCC1
|
90
|
14
|
GSTT1
|
88
|
13
|
VEGFA
|
70
|
9
|
ERCC2
|
66
|
6
|
VDR
|
64
|
7
|
NAT2
|
60
|
7
|
SMAD7
|
60
|
7
|
ERCC1
|
59
|
5
|
PMS2
|
55
|
0
|
ABCB1
|
54
|
6
|
PTEN
|
53
|
2
|
DPYD
|
51
|
2
|
PTGS2
|
48
|
8
|
CCND1
|
47
|
10
|
CYP1A1
|
47
|
10
|
CDH1
|
47
|
8
|
Scrib
|
43
|
4
|
OGG1
|
40
|
8
|
ERBB2
|
39
|
0
|
CTNNB1
|
37
|
1
|
SMAD4
|
37
|
2
|
XRCC3
|
37
|
6
|
TNF
|
34
|
5
|
TGFB1
|
34
|
6
|
AKT1
|
34
|
1
|
MTR
|
33
|
4
|
IGF1
|
32
|
2
|
COX8A
|
32
|
1
|
NAT1
|
32
|
6
|
IL6
|
31
|
3
|
MIR146A
|
30
|
11
|
PPARG
|
30
|
5
|
CYP1A2
|
30
|
3
|
CYP2E1
|
30
|
4
|
CHEK2
|
30
|
4
|
MTRR
|
28
|
5
|
NQO1
|
27
|
10
|
MIR196A2
|
26
|
14
|
RBBP4
|
26
|
0
|
ADIPOQ
|
26
|
10
|
BRCA2
|
26
|
2
|
FBXW7
|
25
|
1
|
IL10
|
25
|
5
|
MGMT
|
25
|
5
|
MDM2
|
24
|
6
|
CDKN2A
|
23
|
0
|
BRCA1
|
23
|
2
|
EPHX1
|
22
|
2
|
ALDH2
|
22
|
5
|
FCGR3A
|
21
|
2
|
NOD2
|
21
|
2
|
TGFBR1
|
20
|
5
|
XPC
|
20
|
6
|
RHPN2
|
20
|
3
|
FCGR2A
|
20
|
3
|
ERCC5
|
20
|
4
|
IL8
|
20
|
3
|
IL1B
|
20
|
1
|
UGT1A7
|
20
|
1
|
CYP2C9
|
19
|
3
|
DNMT3B
|
19
|
5
|
CYP1B1
|
19
|
3
|
BMP4
|
19
|
6
|
TERT
|
18
|
6
|
ABCC2
|
18
|
0
|
EGF
|
18
|
3
|
RAD51
|
18
|
3
|
NFKB1
|
18
|
2
|
ATM
|
17
|
0
|
IGFBP3
|
17
|
4
|
C11orf92
|
17
|
1
|
CRP
|
17
|
3
|
TLR4
|
17
|
2
|
TCF7L2
|
16
|
2
|
C11orf93
|
16
|
2
|
ODZ1
|
16
|
0
|
APEX1
|
16
|
2
|
MMP1
|
16
|
6
|
MMP2
|
16
|
4
|
MMP9
|
16
|
4
|
CASP8
|
15
|
3
|
ABCG2
|
15
|
0
|
SULT1A1
|
14
|
2
|
MIR27A
|
14
|
6
|
IL4
|
14
|
2
|
MIR499
|
14
|
8
|
ZHX2
|
14
|
0
|
ADH1B
|
14
|
2
|
HRAS
|
13
|
1
|
KDR
|
13
|
0
|
CASR
|
13
|
2
|
MIR149
|
12
|
7
|
MSH3
|
12
|
1
|
ESR2
|
12
|
0
|
HFE
|
12
|
2
|
HIF1A
|
12
|
0
|
GSTA1
|
12
|
1
|
GREM1
|
12
|
2
|
GNAS
|
11
|
1
|
CD274
|
11
|
0
|
APOE
|
11
|
0
|
PARP1
|
11
|
1
|
CYP3A4
|
11
|
0
|
DCC
|
11
|
0
|
MIR34B
|
11
|
8
|
LEP
|
11
|
3
|
IRS1
|
11
|
1
|
IL17A
|
11
|
1
|
IL1A
|
10
|
0
|
MMP3
|
10
|
4
|
MMP7
|
10
|
3
|
MYH1
|
10
|
1
|
NOS3
|
10
|
1
|
POLD1
|
10
|
0
|
ADH1C
|
10
|
0
|
CEACAM3
|
10
|
0
|
CDKN1A
|
10
|
3
|
ESR1
|
10
|
0
|
IRS2
|
10
|
2
|
MIR608
|
10
|
2
|
CXCL12
|
10
|
1
|
XPA
|
10
|
1
|
XRCC2
|
10
|
1
|
ARID1A
|
9
|
1
|
BLM
|
9
|
0
|
SHMT1
|
9
|
2
|
BMP2
|
9
|
3
|
AURKA
|
9
|
3
|
EXO1
|
9
|
0
|
MTOR
|
9
|
0
|
GC
|
9
|
1
|
IL17F
|
9
|
1
|
ACE
|
9
|
2
|
DHFR
|
9
|
0
|
CYP3A5
|
9
|
1
|
DNMT3A
|
9
|
3
|
CTLA4
|
9
|
2
|
CYP2A6
|
9
|
0
|
UGT1A9
|
9
|
0
|
MYC
|
9
|
1
|
COX2
|
9
|
1
|
NBN
|
8
|
0
|
SERPINE1
|
8
|
1
|
LEPR
|
8
|
1
|
UGT1A6
|
8
|
1
|
ADIPOR1
|
8
|
3
|
MAP2K1
|
8
|
0
|
CYP2D6
|
8
|
0
|
CYP17A1
|
8
|
0
|
CYP24A1
|
8
|
1
|
CDX2
|
8
|
2
|
SLCO1B1
|
8
|
0
|
GSTM3
|
8
|
0
|
BIRC5
|
8
|
1
|
SOD2
|
8
|
2
|
TGFBR2
|
8
|
0
|
TLR2
|
8
|
0
|
TP73
|
8
|
2
|
UGT1A
|
7
|
0
|
XRCC4
|
7
|
0
|
AXIN2
|
7
|
0
|
TCN2
|
7
|
0
|
STK11
|
7
|
0
|
CARD15
|
7
|
2
|
EIF3H
|
7
|
1
|
CBS
|
7
|
0
|
MLH3
|
7
|
0
|
ALOX12
|
7
|
0
|
FOLH1
|
7
|
0
|
ERCC4
|
7
|
0
|
EPHB2
|
7
|
0
|
CYP19A1
|
7
|
0
|
MYNN
|
7
|
2
|
MAPK1
|
7
|
0
|
BCL2
|
7
|
0
|
LAMA5
|
7
|
1
|
MIR21
|
7
|
1
|
IL1RN
|
7
|
0
|
IL4R
|
7
|
0
|
AREG
|
7
|
0
|
MTHFD1
|
7
|
0
|
NUDT1
|
6
|
0
|
ABCC1
|
6
|
0
|
MET
|
6
|
0
|
NTHL1
|
6
|
0
|
JAK2
|
6
|
0
|
AR
|
6
|
0
|
INSR
|
6
|
0
|
KIT
|
6
|
0
|
RET
|
6
|
0
|
PTGS1
|
6
|
0
|
PGR
|
6
|
0
|
PIK3CD
|
6
|
0
|
IMPACT
|
6
|
0
|
CYP27B1
|
6
|
0
|
CYP2C19
|
6
|
0
|
AGXT
|
6
|
0
|
IL23R
|
6
|
0
|
COMT
|
6
|
0
|
EREG
|
6
|
0
|
FGFR1
|
6
|
0
|
FEN1
|
6
|
1
|
Kras
|
6
|
0
|
GPX1
|
6
|
1
|
RUNX3
|
6
|
0
|
NR1I2
|
6
|
0
|
SEPP1
|
6
|
1
|
BMPR1A
|
6
|
0
|
SLC19A1
|
6
|
0
|
SOX9
|
6
|
0
|
CASP9
|
6
|
0
|
LOC727677
|
6
|
1
|
WRN
|
5
|
0
|
UMPS
|
5
|
0
|
VIP
|
5
|
5
|
AXIN1
|
5
|
0
|
CCL2
|
5
|
0
|
CCND2
|
5
|
3
|
ICAM1
|
5
|
1
|
APBA1
|
5
|
0
|
FLT1
|
5
|
0
|
FGFR3
|
5
|
0
|
FGFR2
|
5
|
0
|
FANCC
|
5
|
1
|
F5
|
5
|
0
|
ERBB3
|
5
|
0
|
CYP2R1
|
5
|
1
|
DNMT1
|
5
|
1
|
CDKN2B
|
5
|
0
|
ABCC4
|
5
|
0
|
POLD3
|
5
|
3
|
RASSF1
|
5
|
1
|
PPARD
|
5
|
0
|
RNF43
|
5
|
0
|
PON1
|
5
|
0
|
POLE
|
5
|
0
|
PMS1
|
5
|
0
|
PLCE1
|
5
|
0
|
PDCD1
|
5
|
0
|
PDGFRA
|
5
|
0
|
PTCH1
|
5
|
1
|
LCT
|
5
|
0
|
MIR143
|
5
|
0
|
IL13
|
5
|
0
|
IL16
|
5
|
1
|
INS
|
5
|
0
|
NFKBIA
|
5
|
0
|
NF1
|
4
|
1
|
MIR423
|
4
|
2
|
MYD88
|
4
|
0
|
ITGB3
|
4
|
0
|
GSTK1
|
4
|
0
|
MALAT1
|
4
|
0
|
IL18
|
4
|
1
|
MIR34C
|
4
|
3
|
MIR219-1
|
4
|
0
|
LTA
|
4
|
0
|
LAMC1
|
4
|
2
|
RETN
|
4
|
0
|
REV3L
|
4
|
0
|
RAF1
|
4
|
0
|
MLL3
|
4
|
0
|
PTPRJ
|
4
|
0
|
GHRL
|
4
|
1
|
PCNA
|
4
|
0
|
TLR9
|
4
|
0
|
PKHD1
|
4
|
0
|
PRKAA1
|
4
|
1
|
ARL11
|
4
|
0
|
SH2B3
|
4
|
1
|
LOC100508689
|
4
|
0
|
ABCC5
|
4
|
0
|
CEACAM5
|
4
|
0
|
FAM123B
|
4
|
0
|
AHR
|
4
|
0
|
F2
|
4
|
0
|
DICER1
|
4
|
0
|
Egfr
|
4
|
0
|
ALOX5
|
4
|
0
|
HMOX1
|
4
|
0
|
IGF1R
|
4
|
0
|
IDH1
|
4
|
0
|
GH1
|
4
|
1
|
GPX4
|
4
|
1
|
ABL1
|
4
|
0
|
PRPF31
|
4
|
2
|
CD86
|
4
|
1
|
CD44
|
4
|
1
|
CDA
|
4
|
0
|
CES2
|
4
|
0
|
SFRP2
|
4
|
0
|
SLCO2A1
|
4
|
2
|
SLC6A4
|
4
|
0
|
MAP2K4
|
4
|
1
|
STAT3
|
4
|
0
|
CUBN
|
4
|
1
|
CASP3
|
4
|
0
|
TSC1
|
4
|
0
|
TSC2
|
3
|
0
|
CCR2
|
3
|
0
|
UCP2
|
3
|
0
|
TXNRD1
|
3
|
0
|
VEGFC
|
3
|
0
|
VHL
|
3
|
0
|
XRCC5
|
3
|
0
|
PRDM2
|
3
|
0
|
CXCR4
|
3
|
0
|
TS13
|
3
|
0
|
BRIP1
|
3
|
0
|
CASP7
|
3
|
0
|
FTO
|
3
|
0
|
PALB2
|
3
|
0
|
ND1
|
3
|
0
|
SYK
|
3
|
1
|
SRC
|
3
|
0
|
KLF5
|
3
|
1
|
TBX3
|
3
|
2
|
SHBG
|
3
|
0
|
SLC10A2
|
3
|
0
|
SLC22A4
|
3
|
1
|
SLC22A5
|
3
|
0
|
CCL5
|
3
|
0
|
RAD54L
|
3
|
0
|
UNC5C
|
3
|
0
|
CASP10
|
3
|
0
|
CAT
|
3
|
0
|
HDAC9
|
3
|
1
|
ACYP2
|
3
|
1
|
CD36
|
3
|
0
|
SEP15
|
3
|
0
|
CLOCK
|
3
|
0
|
IL27
|
3
|
2
|
GPX3
|
3
|
1
|
IGF2
|
3
|
0
|
C11orf53
|
3
|
0
|
APBA2
|
3
|
0
|
HPGD
|
3
|
0
|
HSD17B1
|
3
|
0
|
HSD17B2
|
3
|
0
|
HIC1
|
3
|
0
|
NRG1
|
3
|
0
|
ANXA11
|
3
|
0
|
HLA-DQB1
|
3
|
0
|
HMGCR
|
3
|
0
|
ALK
|
3
|
0
|
FRZB
|
3
|
0
|
SIRT1
|
3
|
0
|
EZH2
|
3
|
0
|
EPHB1
|
3
|
1
|
ERBB4
|
3
|
0
|
ERCC6
|
3
|
0
|
CCR5
|
3
|
0
|
VTI1A
|
3
|
2
|
DRD2
|
3
|
0
|
DUSP4
|
3
|
0
|
TYMP
|
3
|
0
|
CYP2C8
|
3
|
0
|
CYP7A1
|
3
|
0
|
DAPK1
|
3
|
0
|
CDH3
|
3
|
0
|
HOTAIR
|
3
|
1
|
DUSP10
|
3
|
0
|
AKAP10
|
3
|
0
|
DDX20
|
3
|
0
|
Braf
|
3
|
0
|
WIF1
|
3
|
0
|
CHEK1
|
3
|
0
|
CAPN10
|
3
|
0
|
PPP1R13L
|
3
|
0
|
CD3EAP
|
3
|
0
|
ENOSF1
|
3
|
0
|
POLB
|
3
|
0
|
BTG4
|
3
|
0
|
SERPINA1
|
3
|
0
|
PIK3R1
|
3
|
0
|
PLAU
|
3
|
0
|
PDGFRB
|
3
|
0
|
NOS2A
|
3
|
0
|
FOXP3
|
3
|
0
|
PTPN12
|
3
|
0
|
PTPN13
|
3
|
1
|
RAD52
|
3
|
0
|
RB1
|
3
|
0
|
RECQL
|
3
|
0
|
RFC1
|
3
|
0
|
GAS5
|
3
|
0
|
KIDINS220
|
3
|
0
|
XPO5
|
3
|
0
|
SELS
|
3
|
0
|
MAP2K7
|
3
|
0
|
POLE4
|
3
|
0
|
B2M
|
3
|
0
|
KIR3DL1
|
3
|
0
|
LIG3
|
3
|
0
|
LIG4
|
3
|
0
|
LRP6
|
3
|
0
|
MIR122
|
3
|
0
|
EPCAM
|
3
|
0
|
IL12B
|
3
|
0
|
FAS
|
3
|
0
|
KIR2DL4
|
3
|
0
|
KIR2DS1
|
3
|
0
|
KIR2DS4
|
3
|
0
|
JAK1
|
3
|
0
|
MUC1
|
3
|
0
|
ODC1
|
3
|
0
|
DDR2
|
3
|
0
|
ATF1
|
3
|
0
|
NOTCH1
|
3
|
0
|
MBL2
|
3
|
0
|
MC4R
|
3
|
0
|
MCC
|
3
|
0
|
MIR34A
|
3
|
0
|
MPO
|
3
|
0
|
MRE11A
|
3
|
0
|
MRC1
|
2
|
0
|
MIF
|
2
|
0
|
MMP13
|
2
|
0
|
ND2
|
2
|
0
|
MIR206
|
2
|
0
|
SMAD2
|
2
|
0
|
SMAD3
|
2
|
0
|
MEN1
|
2
|
0
|
MAP3K1
|
2
|
0
|
MGST1
|
2
|
0
|
CIITA
|
2
|
0
|
MMP8
|
2
|
1
|
NFE2L2
|
2
|
0
|
NT5E
|
2
|
0
|
FURIN
|
2
|
0
|
MUC4
|
2
|
0
|
MUT
|
2
|
0
|
MYCL1
|
2
|
0
|
NDUFB3
|
2
|
0
|
ITGB4
|
2
|
0
|
ITGA2
|
2
|
0
|
KIR2DS5
|
2
|
0
|
JUN
|
2
|
0
|
C9orf102
|
2
|
1
|
IKBKB
|
2
|
0
|
FASLG
|
2
|
0
|
SHROOM2
|
2
|
1
|
CXCR1
|
2
|
0
|
IL12A
|
2
|
0
|
CXCL10
|
2
|
0
|
ITGA6
|
2
|
0
|
IRF5
|
2
|
0
|
IRF7
|
2
|
0
|
MIR17HG
|
2
|
0
|
MIR145
|
2
|
0
|
MIR124-1
|
2
|
1
|
ARNT
|
2
|
0
|
ARNTL
|
2
|
0
|
LIPC
|
2
|
0
|
FLJ45803
|
2
|
1
|
LOX
|
2
|
0
|
LIFR
|
2
|
0
|
KIR3DS1
|
2
|
0
|
LAG3
|
2
|
0
|
CMAS
|
2
|
0
|
PRKDC
|
2
|
0
|
NEIL3
|
2
|
0
|
MAPK11
|
2
|
0
|
RAD18
|
2
|
0
|
CHFR
|
2
|
0
|
MAPK3
|
2
|
0
|
DIP2B
|
2
|
0
|
PTH
|
2
|
0
|
MYH7B
|
2
|
0
|
FANCM
|
2
|
0
|
ZMIZ1
|
2
|
0
|
ADAMTSL3
|
2
|
0
|
TAS2R38
|
2
|
0
|
KIR2DL5A
|
2
|
0
|
PTGER2
|
2
|
1
|
PTGER4
|
2
|
1
|
RPS6KB1
|
2
|
0
|
RPS20
|
2
|
0
|
BDNF
|
2
|
0
|
SCD
|
2
|
1
|
BCL2L1
|
2
|
0
|
RNASE1
|
2
|
0
|
RNASEL
|
2
|
0
|
ROCK1
|
2
|
0
|
PTPRD
|
2
|
0
|
BARD1
|
2
|
0
|
PRKAG2
|
2
|
0
|
IL23A
|
2
|
0
|
PECAM1
|
2
|
0
|
GEMIN4
|
2
|
0
|
PARK2
|
2
|
0
|
PIN1
|
2
|
0
|
PITX1
|
2
|
0
|
POLE2
|
2
|
0
|
SERPINF1
|
2
|
0
|
PLA2G2A
|
2
|
0
|
PLA2G4A
|
2
|
0
|
POU5F1
|
2
|
1
|
UGT1A8
|
2
|
0
|
POU5F1B
|
2
|
0
|
PPARA
|
2
|
0
|
ATR
|
2
|
0
|
POU2AF1
|
2
|
0
|
RIF1
|
2
|
0
|
NADSYN1
|
2
|
1
|
CYP2W1
|
2
|
0
|
KIAA1797
|
2
|
0
|
CES1
|
2
|
0
|
PPARGC1A
|
2
|
0
|
EHMT2
|
2
|
0
|
RALBP1
|
2
|
0
|
PTPRT
|
2
|
0
|
Braf
|
2
|
0
|
TOPBP1
|
2
|
1
|
CHI3L1
|
2
|
0
|
TIRAP
|
2
|
0
|
CSMD3
|
2
|
0
|
HOTTIP
|
2
|
0
|
RASA4
|
2
|
0
|
CDKN2B-AS1
|
2
|
0
|
CDK7
|
2
|
0
|
PRNCR1
|
2
|
0
|
HOXB13
|
2
|
0
|
TLR6
|
2
|
0
|
CDKN1B
|
2
|
0
|
TXNRD2
|
2
|
0
|
POLQ
|
2
|
0
|
Mdm2
|
2
|
0
|
AARS
|
2
|
0
|
CYP27A1
|
2
|
0
|
E2F2
|
2
|
0
|
AGT
|
2
|
0
|
EFNA1
|
2
|
0
|
EIF4E
|
2
|
0
|
DHCR7
|
2
|
1
|
AGER
|
2
|
0
|
DOCK2
|
2
|
0
|
MAPK14
|
2
|
0
|
OSR1
|
2
|
0
|
ADAR
|
2
|
0
|
CREBBP
|
2
|
0
|
MUC17
|
2
|
0
|
CTNNA1
|
2
|
0
|
EPHB6
|
2
|
0
|
EPHA3
|
2
|
0
|
ENG
|
2
|
0
|
SLC29A1
|
2
|
0
|
EPAS1
|
2
|
0
|
PTK2B
|
2
|
0
|
FANCG
|
2
|
0
|
FAT1
|
2
|
0
|
FANCD2
|
2
|
0
|
FCGR1A
|
2
|
0
|
MARCH8
|
2
|
0
|
FABP2
|
2
|
0
|
FGFR4
|
2
|
0
|
HABP4
|
2
|
1
|
FLT3
|
2
|
0
|
JAZF1
|
2
|
0
|
FAN1
|
2
|
0
|
FOXF1
|
2
|
0
|
ALOX15
|
2
|
0
|
Nras
|
2
|
0
|
ALOX5AP
|
2
|
0
|
BHMT2
|
2
|
0
|
FPGS
|
2
|
0
|
XRCC6
|
2
|
0
|
HSPA12A
|
2
|
1
|
HLA-G
|
2
|
1
|
HMGB1
|
2
|
0
|
HLA-DRB1
|
2
|
0
|
HSPA5
|
2
|
0
|
RSPO2
|
2
|
0
|
CRAC1
|
2
|
0
|
IFNGR1
|
2
|
0
|
MACC1
|
2
|
0
|
GPX2
|
2
|
1
|
GNAQ
|
2
|
0
|
NR3C1
|
2
|
0
|
GSTT2
|
2
|
0
|
GSTA2
|
2
|
0
|
FUT2
|
2
|
0
|
NEIL2
|
2
|
0
|
GCKR
|
2
|
0
|
GHSR
|
2
|
1
|
CDC42
|
2
|
1
|
SLC28A1
|
2
|
0
|
ROCK2
|
2
|
0
|
ABCG1
|
2
|
0
|
ACVR2A
|
2
|
0
|
DUOXA1
|
2
|
0
|
CD1A
|
2
|
0
|
CD28
|
2
|
1
|
CD8A
|
2
|
0
|
KL
|
2
|
0
|
BUB3
|
2
|
0
|
DLG5
|
2
|
0
|
CD14
|
2
|
0
|
LGR5
|
2
|
0
|
CAV1
|
2
|
0
|
HAVCR2
|
2
|
0
|
GGH
|
2
|
0
|
BTRC
|
2
|
0
|
SOCS1
|
2
|
0
|
RIPK1
|
2
|
0
|
TNFRSF10A
|
2
|
0
|
BECN1
|
2
|
0
|
BID
|
2
|
0
|
RXRA
|
2
|
0
|
SDHC
|
2
|
0
|
CCL4
|
2
|
0
|
TMBIM1
|
2
|
2
|
BMPR2
|
2
|
0
|
OBFC2A
|
2
|
1
|
BMP1
|
2
|
0
|
SEMA4A
|
2
|
0
|
SCG5
|
2
|
0
|
CSMD1
|
2
|
0
|
SMYD3
|
2
|
0
|
MAP3K7
|
2
|
0
|
BUB1
|
2
|
0
|
THBS1
|
2
|
0
|
TERC
|
2
|
0
|
TLR1
|
2
|
0
|
TIMP2
|
2
|
0
|
SPINK1
|
2
|
0
|
SPP1
|
2
|
0
|
SSR1
|
2
|
0
|
SMO
|
2
|
0
|
SOD1
|
2
|
0
|
SLC22A1
|
2
|
0
|
SLC22A3
|
2
|
0
|
SMARCA4
|
2
|
0
|
TAC1
|
2
|
0
|
TACR2
|
2
|
0
|
TACR1
|
2
|
0
|
STAT1
|
2
|
0
|
USP7
|
2
|
0
|
PSCA
|
2
|
0
|
PDCD1LG2
|
2
|
0
|
MLL2
|
2
|
0
|
CLPTM1L
|
2
|
1
|
ADIPOR2
|
2
|
0
|
EHMT1
|
2
|
0
|
SPOP
|
2
|
0
|
CASP6
|
2
|
0
|
NLRC5
|
2
|
0
|
UTP23
|
2
|
1
|
USP9X
|
2
|
0
|
VEGF
|
2
|
9
|
UGT2B7
|
2
|
1
|
UGT2B15
|
2
|
0
|
Ddx41
|
2
|
0
|
TNFAIP3
|
2
|
0
|
TOP1
|
2
|
0
|
TOP2A
|
2
|
0
|
TNFRSF1A
|
1
|
0
|
TNFRSF1B
|
1
|
0
|
TPMT
|
1
|
0
|
TRH
|
1
|
1
|
CCT3
|
1
|
0
|
TRIP6
|
1
|
0
|
TLR3
|
1
|
0
|
TNFAIP1
|
1
|
0
|
TLR5
|
1
|
0
|
TSPAN8
|
1
|
0
|
C1QA
|
1
|
1
|
MUC5B
|
1
|
0
|
TTN
|
1
|
0
|
TP53BP1
|
1
|
0
|
TP53BP2
|
1
|
0
|
TYK2
|
1
|
0
|
UBE2L3
|
1
|
0
|
SLC35A2
|
1
|
0
|
UGT1A@
|
1
|
0
|
UGT2B4
|
1
|
0
|
UGT2B17
|
1
|
0
|
NR1H2
|
1
|
0
|
UQCRB
|
1
|
0
|
KDM6A
|
1
|
0
|
UVRAG
|
1
|
0
|
VAV2
|
1
|
0
|
VEGFB
|
1
|
0
|
C11orf9
|
1
|
0
|
VWF
|
1
|
0
|
CLIP2
|
1
|
0
|
CORO2A
|
1
|
0
|
WNT6
|
1
|
0
|
WNT2B
|
1
|
0
|
VKORC1
|
1
|
0
|
KCTD15
|
1
|
0
|
SECISBP2
|
1
|
0
|
IFRD2
|
1
|
0
|
CA6
|
1
|
0
|
WT1
|
1
|
0
|
TRRAP
|
1
|
0
|
TET1
|
1
|
0
|
CEP70
|
1
|
1
|
WNT10A
|
1
|
0
|
PABPC1L
|
1
|
0
|
RPS6KL1
|
1
|
0
|
CRISPLD2
|
1
|
0
|
ZNF484
|
1
|
1
|
MAD1L1
|
1
|
0
|
BAP1
|
1
|
0
|
BRAP
|
1
|
0
|
CDC45L
|
1
|
0
|
C17orf37
|
1
|
0
|
LTBP4
|
1
|
0
|
SGIP1
|
1
|
0
|
PRADC1
|
1
|
0
|
EFCAB2
|
1
|
1
|
ULK1
|
1
|
0
|
ACAD11
|
1
|
1
|
OBSCN
|
1
|
0
|
REG4
|
1
|
0
|
CATSPERB
|
1
|
0
|
NEK11
|
1
|
1
|
UBA5
|
1
|
1
|
LPCAT1
|
1
|
0
|
DOK3
|
1
|
0
|
DSN1
|
1
|
0
|
OBFC1
|
1
|
0
|
GALNT14
|
1
|
0
|
FAT4
|
1
|
0
|
NEIL1
|
1
|
0
|
GALNT12
|
1
|
0
|
LIN28A
|
1
|
0
|
MLPH
|
1
|
0
|
TTPAL
|
1
|
0
|
IRX3
|
1
|
0
|
CALR
|
1
|
0
|
TLR10
|
1
|
0
|
SBF2
|
1
|
0
|
ZNF239
|
1
|
0
|
SYMPK
|
1
|
0
|
NCOA3
|
1
|
0
|
USP11
|
1
|
0
|
RMI1
|
1
|
0
|
CEP290
|
1
|
0
|
ALPK1
|
1
|
0
|
CEP63
|
1
|
1
|
CDK5RAP3
|
1
|
0
|
SLC25A20
|
1
|
0
|
FZD3
|
1
|
0
|
RERGL
|
1
|
0
|
SULT1A2
|
1
|
0
|
STAT5A
|
1
|
0
|
STAT5B
|
1
|
0
|
STAT6
|
1
|
0
|
SULT1E1
|
1
|
0
|
STAT4
|
1
|
0
|
ND5
|
1
|
0
|
COX1
|
1
|
0
|
ND2
|
1
|
0
|
SMARCB1
|
1
|
0
|
BRD9
|
1
|
0
|
SP1
|
1
|
0
|
ST13
|
1
|
0
|
BPI
|
1
|
0
|
SRI
|
1
|
0
|
TIMP3
|
1
|
0
|
TK1
|
1
|
0
|
TLE1
|
1
|
0
|
TCN1
|
1
|
0
|
TIE1
|
1
|
0
|
TF
|
1
|
1
|
TFAP2A
|
1
|
0
|
TFAP2B
|
1
|
0
|
TFPI
|
1
|
0
|
TFRC
|
1
|
0
|
TDG
|
1
|
0
|
TEAD1
|
1
|
0
|
BUB1B
|
1
|
0
|
TCF7
|
1
|
0
|
MIR618
|
1
|
0
|
SULT2B1
|
1
|
0
|
TAP1
|
1
|
0
|
TAPBP
|
1
|
0
|
TARBP2
|
1
|
0
|
HNF1A
|
1
|
0
|
TCF3
|
1
|
0
|
MIR532
|
1
|
0
|
MIR590
|
1
|
1
|
MIR604
|
1
|
0
|
MIR605
|
1
|
0
|
FNDC3B
|
1
|
0
|
BMI1
|
1
|
0
|
NUCKS1
|
1
|
0
|
SKP2
|
1
|
0
|
ACD
|
1
|
0
|
SLC2A1
|
1
|
0
|
LOC644914
|
1
|
0
|
LOC645206
|
1
|
0
|
COL6A4P2
|
1
|
1
|
CENPH
|
1
|
0
|
WNK2
|
1
|
1
|
BMP5
|
1
|
0
|
SLC11A1
|
1
|
0
|
SLC12A1
|
1
|
0
|
SLC16A1
|
1
|
0
|
SMARCA2
|
1
|
0
|
HLTF
|
1
|
0
|
SLCO1A2
|
1
|
0
|
BMPR1B
|
1
|
0
|
THADA
|
1
|
0
|
UBE2O
|
1
|
1
|
SEPW1
|
1
|
0
|
SFRP4
|
1
|
0
|
CXCR5
|
1
|
0
|
NOC3L
|
1
|
0
|
NFKBIZ
|
1
|
0
|
HIF3A
|
1
|
0
|
SIL1
|
1
|
0
|
BCRP1
|
1
|
0
|
LOC644495
|
1
|
0
|
SDHD
|
1
|
0
|
TNN
|
1
|
0
|
SELE
|
1
|
0
|
SELP
|
1
|
0
|
MMP27
|
1
|
0
|
GOLPH3
|
1
|
0
|
CLSTN2
|
1
|
1
|
EPB41L4A
|
1
|
0
|
RYK
|
1
|
1
|
RYR2
|
1
|
0
|
CCL3
|
1
|
0
|
BHMT
|
1
|
0
|
CXCL5
|
1
|
0
|
CX3CL1
|
1
|
0
|
CCL17
|
1
|
0
|
CCL22
|
1
|
0
|
PEA15
|
1
|
0
|
ABCC3
|
1
|
0
|
EED
|
1
|
0
|
TNFRSF10B
|
1
|
0
|
TNKS
|
1
|
0
|
ABCB11
|
1
|
0
|
NUMB
|
1
|
0
|
CBL
|
1
|
0
|
EIF3A
|
1
|
0
|
SIGLEC10
|
1
|
0
|
NAV3
|
1
|
0
|
ABCC10
|
1
|
0
|
SEC16B
|
1
|
0
|
WISP3
|
1
|
0
|
WISP1
|
1
|
0
|
PROM1
|
1
|
0
|
PER3
|
1
|
0
|
PER2
|
1
|
0
|
SYNJ2
|
1
|
0
|
SQSTM1
|
1
|
0
|
NAE1
|
1
|
0
|
MTMR3
|
1
|
0
|
CCNA2
|
1
|
0
|
MBD4
|
1
|
0
|
RSPO3
|
1
|
0
|
RGS5
|
1
|
0
|
TOX2
|
1
|
0
|
PIK3R3
|
1
|
0
|
COL27A1
|
1
|
0
|
CHST1
|
1
|
0
|
ALG2
|
1
|
0
|
CARD11
|
1
|
0
|
DHX16
|
1
|
0
|
MRPL43
|
1
|
1
|
MAP1LC3A
|
1
|
0
|
TPST1
|
1
|
0
|
TUBB6
|
1
|
0
|
HIATL1
|
1
|
0
|
SPZ1
|
1
|
0
|
MCEE
|
1
|
0
|
PRKRA
|
1
|
0
|
RUNX2
|
1
|
0
|
PLA2G4C
|
1
|
0
|
RUNX1
|
1
|
0
|
EIF4EBP3
|
1
|
0
|
SSH2
|
1
|
0
|
CDC14B
|
1
|
1
|
CDC14A
|
1
|
0
|
MKNK1
|
1
|
0
|
PSRC1
|
1
|
0
|
DDI2
|
1
|
0
|
CD83
|
1
|
0
|
MS4A1
|
1
|
0
|
GLP2R
|
1
|
1
|
SLIT2
|
1
|
0
|
IL32
|
1
|
0
|
SLC16A7
|
1
|
0
|
NRXN3
|
1
|
0
|
PIWIL1
|
1
|
0
|
ZBTB22
|
1
|
0
|
RECQL5
|
1
|
0
|
NRXN1
|
1
|
0
|
GRHPR
|
1
|
0
|
CERS5
|
1
|
0
|
INA
|
1
|
0
|
SLC16A3
|
1
|
0
|
ACVR1
|
1
|
0
|
CCNH
|
1
|
0
|
SOCS3
|
1
|
0
|
UBE2M
|
1
|
0
|
AURKB
|
1
|
0
|
MTDH
|
1
|
0
|
MAGI1
|
1
|
0
|
CDK5R2
|
1
|
0
|
OSMR
|
1
|
0
|
SNCAIP
|
1
|
0
|
PIEZO1
|
1
|
0
|
KNTC1
|
1
|
0
|
MLL4
|
1
|
0
|
RAPGEF5
|
1
|
0
|
TOMM20
|
1
|
0
|
KEAP1
|
1
|
0
|
RB1CC1
|
1
|
0
|
CDK1
|
1
|
0
|
ZEB2
|
1
|
0
|
MAGI2
|
1
|
0
|
LRBA
|
1
|
0
|
ARNT2
|
1
|
0
|
KBTBD11
|
1
|
0
|
SLC23A2
|
1
|
0
|
SLC23A1
|
1
|
0
|
MED12
|
1
|
0
|
NR1I3
|
1
|
0
|
CD47
|
1
|
0
|
ADAMTS1
|
1
|
0
|
GDF15
|
1
|
0
|
CIR1
|
1
|
0
|
RAB3D
|
1
|
0
|
SFXN5
|
1
|
1
|
FADS2
|
1
|
0
|
MYLKP1
|
1
|
0
|
GSTO1
|
1
|
0
|
NTN1
|
1
|
0
|
EPSTI1
|
1
|
0
|
TP53INP1
|
1
|
0
|
GIF
|
1
|
0
|
GJA1
|
1
|
0
|
FETUB
|
1
|
0
|
AMPD1
|
1
|
0
|
DKK3
|
1
|
0
|
EIF2C2
|
1
|
0
|
PCDH17
|
1
|
0
|
CNTN6
|
1
|
0
|
SGSM3
|
1
|
0
|
GLI3
|
1
|
0
|
ABO
|
1
|
0
|
C11orf31
|
1
|
0
|
GPC1
|
1
|
0
|
SLCO1B3
|
1
|
0
|
BCL9L
|
1
|
0
|
PRLHR
|
1
|
0
|
UTS2R
|
1
|
0
|
NUDT7
|
1
|
0
|
ANGPT1
|
1
|
0
|
SLC13A5
|
1
|
0
|
LAMA1
|
1
|
0
|
RSPO1
|
1
|
0
|
RGMB
|
1
|
0
|
ANK2
|
1
|
0
|
KAT2A
|
1
|
0
|
SLC17A5
|
1
|
0
|
AATF
|
1
|
0
|
GCDH
|
1
|
0
|
GCG
|
1
|
0
|
GDF10
|
1
|
0
|
MCM9
|
1
|
0
|
GART
|
1
|
0
|
AMD1
|
1
|
0
|
GAS6
|
1
|
0
|
GATA3
|
1
|
0
|
GATA6
|
1
|
0
|
TINF2
|
1
|
0
|
GSTA4
|
1
|
0
|
GSTM2
|
1
|
0
|
GSTM5
|
1
|
0
|
GTF2H1
|
1
|
0
|
BRF1
|
1
|
0
|
GUCY1A2
|
1
|
0
|
DNMT3L
|
1
|
0
|
ACAA1
|
1
|
0
|
SH3KBP1
|
1
|
0
|
GZMB
|
1
|
0
|
H2AFX
|
1
|
0
|
HARS
|
1
|
0
|
DROSHA
|
1
|
0
|
RNASEN
|
1
|
0
|
DDX25
|
1
|
0
|
GRID1
|
1
|
0
|
ASTE1
|
1
|
1
|
SETD2
|
1
|
0
|
GHR
|
1
|
0
|
IGLV5-37
|
1
|
0
|
APOD
|
1
|
0
|
IFNGR2
|
1
|
0
|
IGFBP1
|
1
|
0
|
IGFBP2
|
1
|
0
|
IDH2
|
1
|
0
|
CCDC18
|
1
|
0
|
IFNA1
|
1
|
0
|
CDKL4
|
1
|
0
|
IFNA7
|
1
|
0
|
IFNA13
|
1
|
0
|
IFNA21
|
1
|
0
|
IFNAR1
|
1
|
0
|
IFNG
|
1
|
0
|
LOC338591
|
1
|
0
|
IRF8
|
1
|
0
|
TFAP2E
|
1
|
0
|
HEATR7B1
|
1
|
0
|
HSP90AB1
|
1
|
0
|
APOA4
|
1
|
1
|
IARS
|
1
|
0
|
CHSY3
|
1
|
0
|
POTEA
|
1
|
0
|
DCAF12L2
|
1
|
0
|
APOC1
|
1
|
0
|
HSPB1
|
1
|
0
|
HEPHL1
|
1
|
0
|
HLA-E
|
1
|
0
|
HLA-DQA1
|
1
|
0
|
HMMR
|
1
|
0
|
PIK3R4
|
1
|
1
|
HHEX
|
1
|
0
|
HGFAC
|
1
|
0
|
CD209
|
1
|
0
|
HLA-B
|
1
|
0
|
HLA-C
|
1
|
0
|
HSD17B4
|
1
|
0
|
HSD17B3
|
1
|
0
|
HES1
|
1
|
0
|
HSD11B1
|
1
|
0
|
HOXB8
|
1
|
0
|
HOXA7
|
1
|
0
|
APAF1
|
1
|
0
|
HNF4A
|
1
|
0
|
HNRNPC
|
1
|
0
|
TAS2R46
|
1
|
0
|
PNKD
|
1
|
1
|
SH2B1
|
1
|
0
|
SLITRK5
|
1
|
0
|
RAB11FIP5
|
1
|
0
|
C10orf137
|
1
|
0
|
PYGO1
|
1
|
0
|
MCOLN2
|
1
|
1
|
COL6A5
|
1
|
1
|
C15orf55
|
1
|
0
|
NEGR1
|
1
|
0
|
RAD54B
|
1
|
0
|
BAMBI
|
1
|
0
|
ANAPC13
|
1
|
1
|
ARMC8
|
1
|
1
|
DFNB31
|
1
|
0
|
ABI3BP
|
1
|
0
|
POT1
|
1
|
0
|
FPR1
|
1
|
0
|
SMUG1
|
1
|
0
|
VSIG2
|
1
|
0
|
FRA1E
|
1
|
0
|
PPP1R15A
|
1
|
0
|
MTCH2
|
1
|
0
|
CDC26
|
1
|
0
|
DKK1
|
1
|
0
|
FOXC1
|
1
|
0
|
FOXL1
|
1
|
1
|
FAIM2
|
1
|
0
|
PDS5B
|
1
|
0
|
SWAP70
|
1
|
0
|
ZC3H13
|
1
|
0
|
TNRC6B
|
1
|
0
|
CUL9
|
1
|
0
|
FLG
|
1
|
0
|
PLXND1
|
1
|
1
|
KIAA0182
|
1
|
0
|
KLRK1
|
1
|
0
|
MMRN1
|
1
|
0
|
CARD8
|
1
|
0
|
ALDH3B2
|
1
|
0
|
FGA
|
1
|
0
|
FGF4
|
1
|
0
|
NUP210
|
1
|
0
|
FMO3
|
1
|
0
|
SLC9A8
|
1
|
0
|
DNAJC13
|
1
|
1
|
SYNE1
|
1
|
0
|
FN1
|
1
|
0
|
CRTC1
|
1
|
0
|
SIRT2
|
1
|
0
|
RAI4
|
1
|
0
|
FOLR1
|
1
|
0
|
ZFYVE26
|
1
|
0
|
FOS
|
1
|
0
|
FGG
|
1
|
0
|
FHIT
|
1
|
0
|
FIGF
|
1
|
0
|
LAMB4
|
1
|
0
|
CLCA4
|
1
|
0
|
MRAS
|
1
|
1
|
LMTK2
|
1
|
0
|
NTNG1
|
1
|
0
|
NLGN1
|
1
|
0
|
MLXIP
|
1
|
0
|
FCGRT
|
1
|
0
|
SKA3
|
1
|
0
|
FANCE
|
1
|
0
|
tor
|
1
|
0
|
DLEU7
|
1
|
0
|
Trp53-ps
|
1
|
0
|
Trp73
|
1
|
0
|
FAP
|
1
|
0
|
Tnf
|
1
|
0
|
F8
|
1
|
0
|
F9
|
1
|
0
|
FANCA
|
1
|
0
|
ANO5
|
1
|
0
|
EPHA1
|
1
|
0
|
EP300
|
1
|
0
|
SUSD3
|
1
|
1
|
ENPEP
|
1
|
0
|
ARID2
|
1
|
0
|
AHSG
|
1
|
0
|
Ptk6
|
1
|
0
|
EPHB3
|
1
|
0
|
EPHX2
|
1
|
0
|
EPS15
|
1
|
0
|
ERCC3
|
1
|
0
|
Rnf43
|
1
|
0
|
AKT2
|
1
|
0
|
ERVK2
|
1
|
0
|
ESRRG
|
1
|
0
|
ETV6
|
1
|
0
|
ALCAM
|
1
|
0
|
ADRB3
|
1
|
0
|
CYP3A7
|
1
|
0
|
AMOT
|
1
|
0
|
IGSF5
|
1
|
0
|
BTLA
|
1
|
0
|
CCDC12
|
1
|
0
|
ADRA2C
|
1
|
0
|
CUX1
|
1
|
0
|
CYBA
|
1
|
0
|
ADRB2
|
1
|
0
|
CYLD
|
1
|
0
|
GATA5
|
1
|
0
|
ADAMTS14
|
1
|
0
|
CRYAB
|
1
|
0
|
NCOA7
|
1
|
0
|
PACRG
|
1
|
0
|
PRSS37
|
1
|
0
|
ADHFE1
|
1
|
0
|
PTPDC1
|
1
|
1
|
RBMXL3
|
1
|
0
|
Esr2
|
1
|
0
|
Fos
|
1
|
0
|
Fosb
|
1
|
0
|
PARP4
|
1
|
0
|
TMEM132D
|
1
|
0
|
TPH2
|
1
|
0
|
ADH7
|
1
|
0
|
CPNE4
|
1
|
1
|
ADH1A
|
1
|
0
|
ZG16B
|
1
|
0
|
KLF6
|
1
|
0
|
SLC31A1
|
1
|
0
|
NUDT16
|
1
|
1
|
COL6A6
|
1
|
1
|
SPATA18
|
1
|
0
|
GNPDA2
|
1
|
0
|
AASDH
|
1
|
0
|
COX6B1
|
1
|
0
|
PSMA8
|
1
|
0
|
OR51E1
|
1
|
0
|
CSF1R
|
1
|
0
|
CSF3
|
1
|
0
|
PRICKLE1
|
1
|
1
|
FAM101A
|
1
|
0
|
GLT1D1
|
1
|
0
|
E2F7
|
1
|
0
|
CSNK1D
|
1
|
0
|
PAR1
|
1
|
0
|
CSNK2A1
|
1
|
0
|
ZFP90
|
1
|
1
|
VCAN
|
1
|
0
|
CSPG4
|
1
|
0
|
SLC47A2
|
1
|
0
|
WDR16
|
1
|
0
|
TMC8
|
1
|
0
|
CST5
|
1
|
0
|
ATP8B3
|
1
|
0
|
GLIS1
|
1
|
0
|
CTGF
|
1
|
0
|
DOCK3
|
1
|
0
|
DPEP1
|
1
|
0
|
TRDMT1
|
1
|
0
|
DUSP6
|
1
|
0
|
DUSP7
|
1
|
0
|
AGTR1
|
1
|
0
|
E2F1
|
1
|
0
|
DRD3
|
1
|
0
|
DRD4
|
1
|
0
|
JAG1
|
1
|
0
|
SLC5A9
|
1
|
0
|
CTTN
|
1
|
0
|
Saa1
|
1
|
0
|
EFNB1
|
1
|
0
|
EFNB2
|
1
|
0
|
ZNF367
|
1
|
1
|
DUSP1
|
1
|
0
|
DUSP2
|
1
|
0
|
S1PR3
|
1
|
1
|
AHCY
|
1
|
0
|
B3GNT6
|
1
|
0
|
Rspo1
|
1
|
0
|
EEF1B2P2
|
1
|
0
|
TCEAL6
|
1
|
0
|
C11orf65
|
1
|
0
|
DENND5B
|
1
|
1
|
DGKB
|
1
|
0
|
CYP11A1
|
1
|
0
|
FAM84B
|
1
|
0
|
DAXX
|
1
|
0
|
DBP
|
1
|
0
|
DIAPH2
|
1
|
0
|
DKC1
|
1
|
0
|
DLG2
|
1
|
0
|
CCDC116
|
1
|
0
|
GADD45A
|
1
|
0
|
DDX5
|
1
|
0
|
L1cam
|
1
|
0
|
DFNA5
|
1
|
0
|
ZNF169
|
1
|
1
|
DHX36
|
1
|
0
|
ASXL1
|
1
|
0
|
MAP3K2
|
1
|
0
|
MASP2
|
1
|
0
|
VAMP5
|
1
|
0
|
ADCY2
|
| | |